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@Rbt, Yeah, OpenCV can import models with fp16 weights (Caffe/TensorFlow) or uint8 (TensorFlow) into fp32 format. All the computations are in single precision floats (fp32). There is a PR with FP16 support for Intel's GPUs: https://github.com/opencv/opencv/pull/11062. Read more in OpenCV's evolution proposal: https://github.com/opencv/opencv/issues/11009.